CLEAR: Contrastive Learning for Sentence Representation

31 December 2020

Zhuofeng Wu

Sinong Wang

Madian Khabsa

Hao Ma

Papers citing "CLEAR: Contrastive Learning for Sentence Representation"

50 / 176 papers shown

Title
Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation Teng Shi Jun Xu Xiao Zhang Xiaoxue Zang Kai Zheng Yang Song Han Li RALM 3DV 38 0 0 08 Apr 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 57 0 0 12 Mar 2025
Set-Theoretic Compositionality of Sentence Embeddings Naman Bansal Yash Mahajan Sanjeev Kumar Sinha S. Karmaker CoGe 72 0 0 28 Feb 2025
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences Sijia Yao Pengcheng Huang Zhenghao Liu Yu Gu Yukun Yan S. Yu Ge Yu RALM 31 0 0 24 Feb 2025
CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction Jinlin Li Xiao Zhou 36 0 0 13 Jan 2025
Building A Coding Assistant via the Retrieval-Augmented Language Model Xinze Li Hanbin Wang Zhenghao Liu S. Yu Shuo Wang Yukun Yan Yukai Fu Yu Gu Ge Yu 3DV RALM 21 2 0 21 Oct 2024
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory Di Wu Hongwei Wang W. Yu Yuwei Zhang Kai-Wei Chang Dong Yu RALM KELM 44 13 0 14 Oct 2024
Contrastive Learning for Implicit Social Factors in Social Media Popularity Prediction Zhizhen Zhang Ruihong Qiu Xiaohui Xie 25 0 0 12 Oct 2024
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages Pretam Ray Jivnesh Sandhan Amrith Krishna Pawan Goyal 18 0 0 09 Oct 2024
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models Shuhao Chen Weisen Jiang Baijiong Lin James T. Kwok Yu Zhang RALM MQ 40 5 0 30 Sep 2024
SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing Pengjie Liu Wang Zhang Yulong Ding Xuefeng Zhang Shuang-Hua Yang AILaw 27 1 0 19 Aug 2024
TRACE: TRansformer-based Attribution using Contrastive Embeddings in LLMs Cheng Wang Xinyang Lu S. Ng Bryan Kian Hsiang Low 34 0 0 06 Jul 2024
Cross-lingual paraphrase identification Inessa Fedorova Aleksei Musatow 16 0 0 21 Jun 2024
A Generic Method for Fine-grained Category Discovery in Natural Language Texts Chang Tian Matthew B. Blaschko Wenpeng Yin Mingzhe Xing Yinliang Yue Marie-Francine Moens 38 2 0 18 Jun 2024
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction Qiao Sun Liujia Yang Minghao Ma Nanyang Ye Qinying Gu 27 3 0 17 Jun 2024
Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection Jaehoon Kim Seungwan Jin Sohyun Park Someen Park Kyungsik Han 36 2 0 12 Jun 2024
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Parishad BehnamGhader Vaibhav Adlakha Marius Mosbach Dzmitry Bahdanau Nicolas Chapados Siva Reddy 43 176 0 09 Apr 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 26 19 0 30 Mar 2024
Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning Qiao Sun Liujia Yang Minghao Ma Nanyang Ye Qinying Gu 24 1 0 12 Mar 2024
Leveraging Diverse Modeling Contexts with Collaborating Learning for Neural Machine Translation Yusheng Liao Yanfeng Wang Yu Wang AI4CE 19 0 0 28 Feb 2024
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems Junjie Huang Jinyang Liu Zhuangbin Chen Zhihan Jiang Yichen Li Jiazhen Gu Cong Feng Zengyin Yang Yongqiang Yang Michael R. Lyu 18 8 0 27 Feb 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 28 9 0 27 Feb 2024
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning Johnathan Xie Yoonho Lee Annie S. Chen Chelsea Finn 25 3 0 22 Feb 2024
MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models Tongxu Luo Jiahe Lei Fangyu Lei Weihao Liu Shizhu He Jun Zhao Kang Liu MoE ALM 33 18 0 20 Feb 2024
Analysis of Using Sigmoid Loss for Contrastive Learning Chungpa Lee Joonhwan Chang Jy-yong Sohn 35 2 0 20 Feb 2024
Paying Attention to Deflections: Mining Pragmatic Nuances for Whataboutism Detection in Online Discourse Khiem Phi Noushin Salek Faramarzi Chenlu Wang Ritwik Banerjee 16 0 0 15 Feb 2024
Pixel Sentence Representation Learning Chenghao Xiao Zhuoxu Huang Danlu Chen G. Hudson Yizhi Li Haoran Duan Chenghua Lin Jie Fu Jungong Han Noura Al Moubayed SSL 4 2 0 13 Feb 2024
Punctuation Restoration Improves Structure Understanding Without Supervision Junghyun Min Minho Lee Woochul Lee Yeonsoo Lee 46 1 0 13 Feb 2024
BotSSCL: Social Bot Detection with Self-Supervised Contrastive Learning Mohammad Majid Akhtar Navid Shadman Bhuiyan Rahat Masood Muhammad Ikram S. Kanhere AAML SSL 24 0 0 06 Feb 2024
Learning Label Hierarchy with Supervised Contrastive Learning Ruixue Lian W. Sethares Junjie Hu 24 1 0 31 Jan 2024
LegalDuet: Learning Fine-grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning Pengjie Liu Xin Dai Zhenghao Liu Huiyuan Xie Xiaoyuan Yi Yu Gu Yukun Yan Liner Yang Shuang-Hua Yang Ge Yu AILaw ELM 45 0 0 27 Jan 2024
Unsupervised hard Negative Augmentation for contrastive learning Yuxuan Shu Vasileios Lampos 23 0 0 05 Jan 2024
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data Ye Lin Tun Minh N. H. Nguyen Chu Myaet Thwal J. Choi Choong Seon Hong FedML 22 13 0 28 Nov 2023
SCStory: Self-supervised and Continual Online Story Discovery Susik Yoon Yu Meng Dongha Lee Jiawei Han CLL 38 8 0 27 Nov 2023
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment Chong Li Shaonan Wang Jiajun Zhang Chengqing Zong 21 15 0 14 Nov 2023
Spatio-Temporal Meta Contrastive Learning Jiabin Tang Lianghao Xia Jie Hu Chao Huang AI4TS 16 7 0 26 Oct 2023
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery Bhavuk Singhal Ashim Gupta P. ShivasankaranV Amrith Krishna 20 1 0 25 Oct 2023
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs Yichuan Li Kaize Ding Kyumin Lee SSL 10 24 0 23 Oct 2023
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings Jiahao Xu Wei Shao Lihui Chen Lemao Liu FedML 18 4 0 20 Oct 2023
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling Hai Yu Chong Deng Qinglin Zhang Jiaqing Liu Qian Chen Wen Wang AI4TS 20 8 0 18 Oct 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Qinghua Zheng Qianying Wang Ping Chen 32 5 0 16 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings Zhuofeng Wu Chaowei Xiao V. Vydiswaran 15 2 0 15 Oct 2023
Semi-supervised News Discourse Profiling with Contrastive Learning Ming Li Ruihong Huang 8 1 0 20 Sep 2023
Distributional Data Augmentation Methods for Low Resource Language Mosleh Mahamud Zed Lee Isak Samsten 25 2 0 09 Sep 2023
Robust Fraud Detection via Supervised Contrastive Learning M.S Vinay Shuhan Yuan Xintao Wu AAML 20 1 0 19 Aug 2023
SCAT: Robust Self-supervised Contrastive Learning via Adversarial Training for Text Classification J. Wu Dit-Yan Yeung SILM 20 0 0 04 Jul 2023
SIFTER: A Task-specific Alignment Strategy for Enhancing Sentence Embeddings Chaohui Yu Wenhao Zhu Chaoming Liu Xiaoyu Zhang Qiuhong Zhai 18 0 0 21 Jun 2023
Description-Enhanced Label Embedding Contrastive Learning for Text Classification Kun Zhang Le Wu Guangyi Lv Enhong Chen Shulan Ruan Jing Liu Zhiqiang Zhang Jun Zhou Meng Wang VLM 17 8 0 15 Jun 2023
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs Z. Yang Tinglin Huang Ming Ding Yuxiao Dong Rex Ying Yukuo Cen Yangli-ao Geng Jie Tang SSL VLM 26 8 0 06 Jun 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification Yau-Shian Wang Ta-Chung Chi Ruohong Zhang Yiming Yang VLM 22 13 0 24 May 2023